Rohit Shukla, Leon Boegman, Pankaj Kumar, and Mayank Mishra: Identifying climate factors driving harmful algal blooms in a large shallow lake using Causal Machine Learning, Environmental Science and Technology Letters, submitted.

Rohit Shukla, Leon Boegman, and Pankaj Kumar: Application of Interpretable Machine Learning and Causal Discovery to understand chlorophyll-a variation in a large shallow lake, Journal of Environmental Management, submitted [preprint].

Rohit Shukla, Leon Boegman, and Pankaj Kumar: Causal discovery of hydroclimatic drivers influencing water quality in a large lake, Geophysical Research Letters, submitted.

Pankaj Kumar, Heike Vogel, Julia Bruckert, Lisa Janina Muth, and Gholam Ali Hoshyaripour: MieAI: A neural network for calculating optical properties of internally mixed aerosol in atmospheric models, npj Climate and Atmospheric Science, 2024 [link].

Raina Roy, Pankaj Kumar, Jayanarayanan Kuttippurath, and Franck Lefevre: Chemical ozone loss and chlorine activation in the Antarctic winters 2013–2020, Atmospheric Chemistry and Physics, 2024 [link].

Jayanarayanan Kuttippurath, Vikas Kumar Patel, Raina Roy, and Pankaj Kumar: Sources, variability, long-term trends and radiative forcing of the aerosols in the Arctic: Implications for Arctic amplification, Environmental Science and Pollution Research, 2023 [link].

Rahul Kumar, Jayanarayanan Kuttippurath, G. S. Gopikrishnan, Pankaj Kumar & Hamza Varikoden: Enhanced surface temperature over India in 1980-2020: Casual links of the drivers, trends and future projections, npj Climate and Atmospheric Science, 2023 [link].

R. Kashyap, J. Kuttippurath and P. Kumar: Browning of vegetation in efficient carbon sink regions of India during the past two decades is driven by climate change and anthropogenic intrusions, Journal of Environmental Management, 2023 [link].

R. Roy, J. Kuttippurath, F. Lefèvre, S. Raj, and P. Kumar: The Sudden Stratospheric Warming and Chemical ozone loss in the Antarctic winter 2019: Comparison with the winters of 1988 and 2002, Theoretical and Applied Climatology, 2022 [link].

Divakaran Ardra, Jayanarayanan Kuttippurath, Raina Roy, Pankaj Kumar, Sarath Raj, Rolf Mueller, and Wuhu Feng: The unprecedented ozone loss in the Arctic winter and spring of 2010/2011 and 2019/2020, ACS Earth and Space Chemistry, 2022 [link].

S. Murasingh, J. Kuttippurath, S. Sandeep Dash, R. Ramesan, S. Raj, Madan K. Jha, and P. Kumar: Long-term trends and projections of hydrological fluxes under RCP climate change scenarios for a mountainous river basin of Northeast India, Journal of Water and Climate Change, 2022 [link].

Pankaj Kumar, Jayanarayanan Kuttippurath and Adway Mitra: Causal discovery of drivers of surface ozone variability in Antarctica using a deep learning algorithm, RSC Environmental Science: Processes & Impacts, 2022 [link].

Pankaj Kumar, Jayanarayanan Kuttippurath, Peter von der Gathen, Irina Petropavlovskikh, Bryan Johnson, Audra McClure-Begley, Paolo Cristofanelli, Paolo Bonasoni, Maria Elena Barlasina, and Ricardo Sánchez: The increasing surface and tropospheric ozone in Antarctica and their possible drivers, Environmental Science & Technology, 2021 [link].

J. Kuttippurath, W. Feng, R. Müller, P. Kumar, S. Raj, G. S. Gopikrishnan and R. Roy: Exceptional loss in ozone in the Arctic winter/spring 2020, Atmospheric Chemistry and Physics, 2021 [paper, summary].

J. Kuttippurath, F. Lefèvre, S. Raj, P. Kumar, and K. Abbhishek: The ozone hole measurements at the Indian station Maitri in Antarctica, Polar Science, 2021 [link].

J. Kuttippurath, S. Murasingh, P. A. Stott, B. Balan Sarojini, M. K. Jha, P. Kumar, P. J. Nair, H. Varikoden, S. Raj, P. A. Francis, and P. C. Pandey : Observed rainfall changes in the past century (1901–2019) over northeast India and the wettest place on the Earth, Environmental Research Letters, 2020 [link].

J. Kuttippurath, P. Kumar, P. J. Nair, and P. C. Pandey: Emergence of ozone recovery evidenced by reduction in the occurrence of Antarctic ozone loss saturation, npj Climate and Atmospheric Science, 2018 [link].

J. Kuttippurath, P. Kumar, P. J. Nair, and A. Chakraborty: Accuracy of satellite total column ozone measurements in polar vortex conditions: Comparison with ground-based observations in 1979–2013, Remote Sensing of Environment, 2018 [link].

Pankaj Kumar, Heike Vogel, Roland Wirth, Daniel Krueger, Jochen Forstner, Corinna Hoose and Ali Hoshyaripour: Coupling ICON-Seamless with ART: First results, 14th REKLIM Workshop 2024, Bad Salzschlirf, Germany, March 2024.

Pankaj Kumar, Heike Vogel, Roland Wirth, Daniel Krueger, Jochen Forstner, Corinna Hoose and Ali Hoshyaripour: Influence of ICON-ART coupling with ocean on sea salt emissions, ICCARUS (ICON/COSMO/CLM/ART USER Seminar) 2024, DWD Headquarter, Offenbach, Germany, March 2024.

Pankaj Kumar and the ICON-SmART team: Towards full coupling of ICON-Seamless and ART: Overview and preliminary results for sea salt emissions, HErZ Annual Meeting 2024, DWD Headquarter, Offenbach, Germany, Februrary 2024.

Pankaj Kumar and Ali Hoshyaripour: Online calculation of aerosol optics in atmospheric models with machine learning, EGU General Assembly, Vienna, Austria, April 2023 [link].

Pankaj Kumar and Ali Hoshyaripour: Emulation of aerosol optics in atmospheric models with machine learning, ICCARUS (ICON/COSMO/CLM/ART USER Seminar) 2023, DWD Headquarter, Offenbach, Germany, March 2023.

Pankaj Kumar, Jayanarayanan Kuttippurath, Peter von der Gathen, Irina Petropavlovskikh, Bryan Johnson, Audra McClure-Begley, Paolo Cristofanelli, Paolo Bonasoni, Maria Elena Barlasina, and Ricardo Sánchez: The increasing surface and tropospheric ozone in Antarctica and their possible drivers, 6th LOTUS Workshop (Long-term Ozone Trends and Uncertainties in the Stratosphere), Helsinki, Finland, June 2022.

Pankaj Kumar and Jayanarayanan Kuttippurath: Tropical teleconnection and climate impacts of tropospheric ozone variability in Antarctica, National Conference on Polar Sciences, Goa, India, August 2019 [pdf].

Pankaj Kumar, Jayanarayanan Kuttippurath, Prijitha J. Nair, and Arun Chakroborty: Accuracy of Ground-based measurements in Polar Vortex conditions: Comparison to TOMS/OMI observations during 1979–2013, EGU General Assembly, Vienna, Austria, April 2017 [pdf].